How To Calculate Insurance Quotes

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By now, though, it had been a steep learning curve, he was fairly well versed on the basics of how clearing worked: When a customer bought shares in a stock on Robinhood — say, GameStop — at a specific price, the order was first sent to Robinhood's in-house clearing brokerage, who in turn bundled the trade to a market maker for execution. The trade was then brought to a clearinghouse, who oversaw the trade all the way to the settlement. During this time period, the trade itself needed to be 'insured' against anything that might go wrong, such as some sort of systemic collapse or a default by either party — although in reality, in regulated markets, this seemed extremely unlikely. While the customer's money was temporarily put aside, essentially in an untouchable safe, for the two days it took for the clearing agency to verify that both parties were able to provide what they had agreed upon — the brokerage house, Robinhood — had to insure the deal with a deposit; money of its own, separate from the money that the customer had provided, that could be used to guarantee the value of the trade. In financial parlance, this 'collateral' was known as VAR — or value at risk. For a single trade of a simple asset, it would have been relatively easy to know how much the brokerage would need to deposit to insure the situation; the risk of something going wrong would be small, and the total value would be simple to calculate. If GME was trading at $400 a share and a customer wanted ten shares, there was $4000 at risk, plus or minus some nominal amount due to minute vagaries in market fluctuations during the two-day period before settlement. In such a simple situation, Robinhood might be asked to put up $4000 and change — in addition to the $4000 of the customer's buy order, which remained locked in the safe. The deposit requirement calculation grew more complicated as layers were added onto the trading situation. A single trade had low inherent risk; multiplied to millions of trades, the risk profile began to change. The more volatile the stock — in price and/or volume — the riskier a buy or sell became. Of course, the NSCC did not make these calculations by hand; they used sophisticated algorithms to digest the numerous inputs coming in from the trade — type of equity, volume, current volatility, where it fit into a brokerage's portfolio as a whole — and spit out a 'recommendation' of what sort of deposit would protect the trade. And this process was entirely automated; the brokerage house would continually run its trading activity through the federal clearing system and would receive its updated deposit requirements as often as every fifteen minutes while the market was open. Premarket during a trading week, that number would come in at 5:11 a.m. East Coast time, usually right as Jim, in Orlando, was finishing his morning coffee. Robinhood would then have until 10:00 a.m. to satisfy the deposit requirement for the upcoming day of trading — or risk being in default, which could lead to an immediate shutdown of all operations. Usually, the deposit requirement was tied closely to the actual dollars being 'spent' on the trades; a near equal number of buys and sells in a brokerage house's trading profile lowered its overall risk, and though volatility was common, especially in the past half-decade, even a two-day settlement period came with an acceptable level of confidence that nobody would fail to deliver on their trades.
Ben Mezrich (The Antisocial Network: The GameStop Short Squeeze and the Ragtag Group of Amateur Traders That Brought Wall Street to Its Knees)
The Economics of Property-Casualty Insurance With the acquisition of General Re — and with GEICO’s business mushrooming — it becomes more important than ever that you understand how to evaluate an insurance company. The key determinants are: (1) the amount of float that the business generates; (2) its cost; and (3) most important of all, the long-term outlook for both of these factors. To begin with, float is money we hold but don't own. In an insurance operation, float arises because premiums are received before losses are paid, an interval that sometimes extends over many years. During that time, the insurer invests the money. Typically, this pleasant activity carries with it a downside: The premiums that an insurer takes in usually do not cover the losses and expenses it eventually must pay. That leaves it running an "underwriting loss," which is the cost of float. An insurance business has value if its cost of float over time is less than the cost the company would otherwise incur to obtain funds. But the business is a lemon if its cost of float is higher than market rates for money. A caution is appropriate here: Because loss costs must be estimated, insurers have enormous latitude in figuring their underwriting results, and that makes it very difficult for investors to calculate a company's true cost of float. Errors of estimation, usually innocent but sometimes not, can be huge. The consequences of these miscalculations flow directly into earnings. An experienced observer can usually detect large-scale errors in reserving, but the general public can typically do no more than accept what's presented, and at times I have been amazed by the numbers that big-name auditors have implicitly blessed. As for Berkshire, Charlie and I attempt to be conservative in presenting its underwriting results to you, because we have found that virtually all surprises in insurance are unpleasant ones. The table that follows shows the float generated by Berkshire’s insurance operations since we entered the business 32 years ago. The data are for every fifth year and also the last, which includes General Re’s huge float. For the table we have calculated our float — which we generate in large amounts relative to our premium volume — by adding net loss reserves, loss adjustment reserves, funds held under reinsurance assumed and unearned premium reserves, and then subtracting agents balances, prepaid acquisition costs, prepaid taxes and deferred charges applicable to assumed reinsurance. (Got that?)
Warren Buffett (Berkshire Hathaway Letters to Shareholders, 2023)
The comments section on the Marginal Revolution blog post about the Death Star calculation is a case in point. Here, even now, sober economists hash out questions about the variables: Whether to factor in the slave labor of Wookiees (which was partly responsible for its construction, according to the novel Death Star). Or whether you could fund the whole thing from taxes on the population of Coruscant (which is said to have a trillion inhabitants, thus funding the Death Star at a cost of roughly $8,000 per person). Or whether a quality assurance engineer should have nixed a thermal exhaust port two meters wide that led directly to the main reactor shaft, and what effect this oversight might have had on the Empire’s chances of getting an insurance policy on its second Death Star.
Chris Taylor (How Star Wars Conquered the Universe: The Past, Present, and Future of a Multibillion Dollar Franchise)
Tax-Deferred does not mean Tax-Free It never ceases to amaze me when I meet with people who do not know that tax-deferred does not mean tax-free. You mean I have to pay taxes when I take this money!? This is not all mine!? These are common remarks I hear as we are looking at their most recent retirement account statement. Somehow this consideration was missed when they enrolled in the savings plan and each year when they postponed the tax when filing their tax return. I am not a tax professional but I can understand how an accountant or tax preparer wouldn’t think to make sure the client understands that they are postponing taxes and the tax calculation during their working years. I met an accountant that expressed how difficult it is when he gets the client that believed they were ready to leave work only to find out that because of taxes they are coming up a little or a lot short. This happened to one of my relatives that worked at least 30 years as an x-ray technician and then supervisor at a very large hospital. While working, they always had the nice houses, the nice cars, and a nice upper-middle class lifestyle, nothing fancy. After he retired and even though his wife still worked as a school principal, he had to take a sales clerk job at a nearby liquor store so that his family could maintain their lifestyle. I will never forget other relatives joking and laughing about him miscalculating his retirement. I’m certain that his unsuccessful retirement and that of other relatives influenced my interest in retirement planning if for no one else but me. With a limited amount of retirement income, most retirees would prefer to keep their dollars rather than give them to Uncle Sam. Even those with an unlimited source of funds don’t want to pay more taxes than necessary. Fortunately, there are some ways to decrease your tax burden once you’ve done the obvious work of ensuring you’ve taken all the deductions and credits to which you’re entitled when you file your taxes.
Annette Wise
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